Vol. 10 No. 3 (2026): June 2026

This issue brings together 31 peer-reviewed articles authored by 126 researchers from 50 institutions across nine countries — Indonesia, Malaysia, France, India, the United Kingdom, Saudi Arabia, China, Timor-Leste, and Taiwan.

All articles in this issue underwent a rigorous double-blind peer review process. We hope this issue serves as a valuable resource and source of inspiration for researchers, practitioners, and educators across the global information technology community. RESTI remains committed to providing an open and high-quality platform for the advancement and dissemination of knowledge in information technology and its applications.

The cover, foreword, and table of contents can be downloaded here.

DOI: https://doi.org/10.29207/resti.v10i3

Published: 2026-05-23

Computer Science Applications

Improving Data Completeness in SINTA Publication Scraping Using an Iterative Method

Muhammad Arfah Asis, St. Hajrah Mansyur, Nia Kurniati

548 - 554
- pdf
A Hybrid PCA, MPK Method for Multi-Objective Human Resource Analytics in Plantation Management

Gilang Ramadhan, Rahmad Syah, Ahmad Rafiki

555 - 566
- pdf
Classification of Pestalotiopsis sp. Leaf Fall Disease Severity in Rubber Plants using UAV Multispectral Vegetation Indices and 1-D Convolutional Neural Networks

Solikin, Yeni Herdiyeni, Annisa, Lilik Budi Prasetyo, Tri Rapani Febbiyanti, Imas Sukaesih Sitanggang, Sri Nurdiati

567 - 579
- pdf
Trajectory Tracking of a Pioneer P3DX Robot Using Model Predictive Control

Azam Zamhuri Fuadi, Ahmad Rizal Miftah Awali Sofyan, Angga Rusdinar

648 - 656
- pdf
Explainable Creditworthiness Scoring using a Calibrated Multimodal Framework

Ankur Agarwal, Shashi Prabha, Raghav Yadav

677 - 688
- pdf
Metaheuristic-based Clustering Algorithms with Principal Coordinate Analysis for Shoe Market Segmentation

Ridho Ananda, Samuel Sinaga, Budi Pratikno, Nur Afrina Huda Zulkainain, Tri A. Sundara

702 - 711
- pdf
Fuzzy-IOWA-Based Group Decision Support System (GDSS) for Interpreting DASS Scores with Dynamic Expert Weighting

Wiharto, Eka P. Meravigliosi, Umi Salamah, Esti Suryani, Vihi Atina, Pradityo Utomo

712 - 722
- pdf
An Applied Evaluation of Multi-Label Hate Speech Detection for Indonesian Digital Platforms

Dwija Wisnu Brata, Arif Djunaidy, Daniel Oranova Siahaan, Edio da Costa

834 - 842
- pdf
Serendipity-Aware Decision Support System Using Entropy-Weighted Hybrid GA-PSO

Ahmad Kamal, Suaini Binti Sura, Lai Po Hung, Renita Astri, Johan Johan

855 – 865
- pdf

Artificial Intelligence

Development of Hidden Markov Model Based Hydrometeorological Disaster Prediction Model for More Effective Preparedness

Joko Sutopo, Burhanuddin Mohd Aboobaider, Mustaqim Pabbajah, Juhansar Juhansar, Aprijanto Aprijanto, RB Hendri Kuswantoro

590 - 596
- pdf
Reward Scheme Analysis for DQN-Based Adaptive Traffic Signal Control in Road Repair Zones

Yoanda Alim Syahbana, Muhammad Wahyudi, Fikri Muhaffizh Imani, Ardianto Wibowo, Fatur Rizky Al-Farisz

609 - 616
- pdf
K-Nearest Neighbor Performance Optimization for Multiclass Imbalance of Intrusion Detection Data Using SMOTE and Distance Variation-Based Parameter Tuning

Hairani Hairani, Christopher Michael Lauw, Sri Farida Utami, Afrig Aminuddin, Abu Tholib

617 - 625
- pdf
Stock Price Prediction Using SVR: A Feature Engineering and Hyperparameter Tuning Approach

Alfian Ramadhan, Yoga Pristyanto, Anggit Dwi Hartanto, Donni Prabowo

636 - 647
- pdf
Enhanced Loan Prediction Performance Using Blending Model Approach

Nur Haryadi, Siti Juwariyah, Muhammad Ricky Perdana Putra

657 - 668
- pdf
Spell Correction for the Minangkabau Language Using BERT-Based Embeddings

Dewi Soyusiawaty, Abdul Fadlil, Sunardi

689 - 701
- pdf
Negative Content Detection Model to Classify Text of a Website Using Machine Learning Method

Budi Sunaryo, Muhammad Ilhamdi Rusydi, Ariadi Hazmi, Oluwarotimi Williams Samuel

723 - 734
- pdf
Abstractive Dialogue Summarization using Fine-Tuning Pre-Trained Language Model BART

Desty Rodiah, Hanif Syahri Ramadhani

745 - 755
- pdf
Detecting AI-Generated Text with Fine-Tuned RoBERTa: A Cross-Validated Study with Interpretability Analysis

Yuhefizar Yuhefizar, Ronal Watrianthos, Dony Marzuki

767 - 775
- pdf
Texture Analysis and Classification of Lontara Batik Using GLCM and k-Nearest Neighbor

Mohammad Yazdi Pusadan, Fuad Mahfud, Chairunnisa AR. Lamasitudju, Anisa Yulandari, Sabarudin Saputra

776 - 786
- pdf
ResNet34-Encoded U-Net with Transfer Learning for Breast Cancer Cell Segmentation Under Data Scarcity

Ronal Watrianthos, Yuhefizar Yuhefizar, Rayendra Rayendra, Ervan Asri

787 - 793
- pdf
Convergence and Empirical Performance of Tanh-Based Adaptive Particle Swarm Optimization

Joko Riyono, Aina Latifa Riyana Putri, Sofia Debi Puspa, Supriyadi Supriyadi, Christina Eni Pujiastuti, Fayza Nayla Riyana Putri

794 - 803
- pdf
Performance Enhancement of Distribution System using Grey Wolf Optimizer for Capacitor Placement and Sizing Considering Load Variations

Sahat Siagian, Yoakim Simamora, Desman Jonto Sinaga, Mas Aly Afandi

804 - 813
- pdf
Indonesian Hate Speech Detection under Class Imbalance Using a Soft-Voting Ensemble of IndoBERTweet and IndoRoBERTa

Muhammad Alkaff, Eka Setya Wijaya, Fadliyanur Fadliyanur, Muhammad Bahit, Sinar Nadhif Ilyasa

814 - 824
- pdf
Predicting Mandarin Vocabulary Learning Outcomes Using Data-Driven Machine Learning

Yan Qin, Joseph Teguh Santoso, Agus Wibowo

825 - 833
- pdf

Computer Vision and Pattern Recognition

Impact of Dataset Background on Deep Learning-Based Waste Classification

Nazzua Azzahra, Aditiya Hermawan, Junaedi; Yusuf Kurnia, Edy

580 - 589
- pdf
Lightweight CNN Feature Extraction and PSO-Weighted Ensemble for Retinal OCT Classification

Neisa Hibatillah Alif, Anggun Dwi Rizkika, Feiticeira Zulkarnaen, Nanik Suciati

597 - 608
- pdf
Comparative Performance of YOLOv12 in Detecting Fungal Skin Diseases in Cats

Bradika Almandin Wisesa, Vivin Mahat Putri, Evvin Faristasari, Sirlus Andreanto Jasman Duli, Satria Agus Darma

626 - 635
- pdf
Resolving Visual Ambiguity in Wood Grain Classification Using InceptionV3 and Label Smoothing

Rianto Rianto, Sulistyo Dwi Sancoko; Eko Setyo Humanika

669 - 676
- pdf
Burned Area Segmentation Using Random Band Selection and Ensemble Encoder

Annisaa Nurul Ramadhani Novelika, Laksmita Rahadianti

735 - 744
- pdf
Enhanced InceptionV3 Transfer Learning with Augmentation Strategy for Multi-Class Fruit Classification

Abdul Karim, Fakhri Lambardo, Rizqi Elmuna Hidayah

756 - 766
- pdf
Improving Remote Sensing Classification with Ensemble Learning and XAI-based Interpretability

Radius Tanone, Li-Hua Li, Ramli Ahmad, Alok Kumar Sharma, Agus Cahyo Nugroho

843 - 854
- pdf

Vol. 10 No. 3 (2026): June 2026

Computer Science Applications

Improving Data Completeness in SINTA Publication Scraping Using an Iterative Method

A Hybrid PCA, MPK Method for Multi-Objective Human Resource Analytics in Plantation Management

Classification of Pestalotiopsis sp. Leaf Fall Disease Severity in Rubber Plants using UAV Multispectral Vegetation Indices and 1-D Convolutional Neural Networks

Trajectory Tracking of a Pioneer P3DX Robot Using Model Predictive Control

Explainable Creditworthiness Scoring using a Calibrated Multimodal Framework

Metaheuristic-based Clustering Algorithms with Principal Coordinate Analysis for Shoe Market Segmentation

Fuzzy-IOWA-Based Group Decision Support System (GDSS) for Interpreting DASS Scores with Dynamic Expert Weighting

An Applied Evaluation of Multi-Label Hate Speech Detection for Indonesian Digital Platforms

Serendipity-Aware Decision Support System Using Entropy-Weighted Hybrid GA-PSO

Artificial Intelligence

Development of Hidden Markov Model Based Hydrometeorological Disaster Prediction Model for More Effective Preparedness

Reward Scheme Analysis for DQN-Based Adaptive Traffic Signal Control in Road Repair Zones

K-Nearest Neighbor Performance Optimization for Multiclass Imbalance of Intrusion Detection Data Using SMOTE and Distance Variation-Based Parameter Tuning

Stock Price Prediction Using SVR: A Feature Engineering and Hyperparameter Tuning Approach

Enhanced Loan Prediction Performance Using Blending Model Approach

Spell Correction for the Minangkabau Language Using BERT-Based Embeddings

Negative Content Detection Model to Classify Text of a Website Using Machine Learning Method

Abstractive Dialogue Summarization using Fine-Tuning Pre-Trained Language Model BART

Detecting AI-Generated Text with Fine-Tuned RoBERTa: A Cross-Validated Study with Interpretability Analysis

Texture Analysis and Classification of Lontara Batik Using GLCM and k-Nearest Neighbor

ResNet34-Encoded U-Net with Transfer Learning for Breast Cancer Cell Segmentation Under Data Scarcity

Convergence and Empirical Performance of Tanh-Based Adaptive Particle Swarm Optimization

Performance Enhancement of Distribution System using Grey Wolf Optimizer for Capacitor Placement and Sizing Considering Load Variations

Indonesian Hate Speech Detection under Class Imbalance Using a Soft-Voting Ensemble of IndoBERTweet and IndoRoBERTa

Predicting Mandarin Vocabulary Learning Outcomes Using Data-Driven Machine Learning

Computer Vision and Pattern Recognition

Impact of Dataset Background on Deep Learning-Based Waste Classification

Lightweight CNN Feature Extraction and PSO-Weighted Ensemble for Retinal OCT Classification

Comparative Performance of YOLOv12 in Detecting Fungal Skin Diseases in Cats

Resolving Visual Ambiguity in Wood Grain Classification Using InceptionV3 and Label Smoothing

Burned Area Segmentation Using Random Band Selection and Ensemble Encoder

Enhanced InceptionV3 Transfer Learning with Augmentation Strategy for Multi-Class Fruit Classification

Improving Remote Sensing Classification with Ensemble Learning and XAI-based Interpretability

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